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BigOrca-2-12b/README.md

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+---
+base_model:
+- microsoft/Orca-2-7b
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# Untitled Model (1)
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the passthrough merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [microsoft/Orca-2-7b](https://huggingface.co/microsoft/Orca-2-7b)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+dtype: float16
+merge_method: passthrough
+slices:
+- sources:
+  - layer_range: [0, 8]
+    model: microsoft/Orca-2-7b
+- sources:
+  - layer_range: [4, 12]
+    model: microsoft/Orca-2-7b
+- sources:
+  - layer_range: [8, 16]
+    model: microsoft/Orca-2-7b
+- sources:
+  - layer_range: [12, 20]
+    model: microsoft/Orca-2-7b
+- sources:
+  - layer_range: [16, 24]
+    model: microsoft/Orca-2-7b
+- sources:
+  - layer_range: [20, 28]
+    model: microsoft/Orca-2-7b
+- sources:
+  - layer_range: [24, 32]
+    model: microsoft/Orca-2-7b
+
+```

BigOrca-2-12b/added_tokens.json

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+{
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+  "<|im_start|>": 32001,
+  "[PAD]": 32000
+}

BigOrca-2-12b/config.json

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+{
+  "_name_or_path": "microsoft/Orca-2-7b",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 11008,
+  "max_position_embeddings": 4096,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 56,
+  "num_key_value_heads": 32,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.35.2",
+  "use_cache": true,
+  "vocab_size": 32003
+}

BigOrca-2-12b/mergekit_config.yml

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+dtype: float16
+merge_method: passthrough
+slices:
+- sources:
+  - layer_range: [0, 8]
+    model: microsoft/Orca-2-7b
+- sources:
+  - layer_range: [4, 12]
+    model: microsoft/Orca-2-7b
+- sources:
+  - layer_range: [8, 16]
+    model: microsoft/Orca-2-7b
+- sources:
+  - layer_range: [12, 20]
+    model: microsoft/Orca-2-7b
+- sources:
+  - layer_range: [16, 24]
+    model: microsoft/Orca-2-7b
+- sources:
+  - layer_range: [20, 28]
+    model: microsoft/Orca-2-7b
+- sources:
+  - layer_range: [24, 32]
+    model: microsoft/Orca-2-7b

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